{"id":"W2587612728","doi":"10.1016/j.hrthm.2006.02.129","title":"AB18-6","year":2006,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Ablation; Atrial flutter; Atrial fibrillation; Fluoroscopy; Cardiology; Internal medicine; Pulmonary vein; Catheter ablation; Radiofrequency ablation; Catheter; Amiodarone; Cardioversion; Group B; Surgery; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000343759,0.00151598,0.0009524412,0.001596689,0.001324483,0.001393784,0.00126226,0.002027331,0.7666599],"category_scores_gemma":[0.001169347,0.0003301508,0.0005678009,0.0008467336,0.0003921231,0.0006693086,0.001283614,0.001547123,0.6212906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004759421,"about_ca_system_score_gemma":0.000896662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437887,"about_ca_topic_score_gemma":0.002209157,"domain_scores_codex":[0.9996942,0.00003081264,0.00001542388,0.00009808107,0.00009061644,0.00007095804],"domain_scores_gemma":[0.9995061,0.00008170467,0.00003197337,0.00005882599,0.0001401506,0.0001813354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001447614,0.0007925671,0.002367703,0.0003954553,0.0000645434,0.001030531,0.0001035139,0.0003798291,0.02853263,0.008336808,0.3927041,0.5638447],"study_design_scores_gemma":[0.0002882815,0.0004507156,0.003621182,0.0001236307,0.00003124023,0.001154351,0.00003335848,0.000185335,0.003859888,0.001344668,0.9888949,0.00001235285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007218459,0.001704592,0.001344053,0.002062507,0.001248873,0.0002019445,0.003782842,0.001335595,0.9811012],"genre_scores_gemma":[0.008562253,0.0004829673,0.0008405285,0.000472534,0.0002394517,0.0000866519,0.002208339,0.0001559001,0.9869514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2333401,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207389083108305,"score_gpt":0.3219035376649542,"score_spread":0.2798296468338711,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}